Basic Statistics

Raw Counts

Name Value
Rows 4,000
Columns 21
Discrete columns 6
Continuous columns 15
All missing columns 0
Missing observations 4,638
Complete Rows 2,648
Total observations 84,000
Memory allocation 1.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## Trip.ID: 4000 categories
## Trip.Start.Timestamp: 1985 categories
## Trip.End.Timestamp: 1965 categories
## Pickup.Centroid.Location: 475 categories
## Dropoff.Centroid.Location: 478 categories

QQ Plot

Correlation Analysis

## 5 features with more than 20 categories ignored!
## Trip.ID: 2648 categories
## Trip.Start.Timestamp: 1510 categories
## Trip.End.Timestamp: 1507 categories
## Pickup.Centroid.Location: 379 categories
## Dropoff.Centroid.Location: 378 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## Trip.ID: 2648 categories
## Trip.Start.Timestamp: 1510 categories
## Trip.End.Timestamp: 1507 categories
## Pickup.Centroid.Location: 379 categories
## Dropoff.Centroid.Location: 378 categories